problexity—An open-source Python library for supervised learning problem complexity assessment

Komorniczak, Joanna and Ksieniewicz, Paweł

Neurocomputing, 2023
W ramach projektu MOL

Imbalanced Data Stream Classification Assisted by Prior Probability Estimation

Komorniczak, Joanna and Zyblewski, Pawel and Ksieniewicz, Pawel

2022 International Joint Conference on Neural Networks (IJCNN), 2022
W ramach projektu IDSTREAM

Statistical Drift Detection Ensemble for batch processing of data streams

Komorniczak, Joanna and Zyblewski, Paweł and Ksieniewicz, Paweł

Knowledge-Based Systems, 2022
W ramach projektu IDSTREAM

Inductive Parallel Learning for Multiple Classification Problems

Borek, Weronika and Ksieniewicz, Pawel

2022 International Joint Conference on Neural Networks (IJCNN), 2022

The prior probability in the batch classification of imbalanced data streams

Ksieniewicz, Paweł

Neurocomputing, 2021
W ramach projektu IDSTREAM

Dynamic Ensemble Selection for Imbalanced Data Stream Classification with Limited Label Access

Zyblewski, Paweł and Woźniak, Michał

Lecture Notes in Computer Science, 2021
W ramach projektu IDSTREAM

Distance Metrics in Clustering and Weighted Scoring Algorithm

Klikowski, Jakub and Burduk, Robert

Lecture Notes in Networks and Systems, 2021
W ramach projektu GEOM

Hellinger Distance Weighted Ensemble for imbalanced data stream classification

Grzyb, Joanna and Klikowski, Jakub and Woźniak, Michał

Journal of Computational Science, 2021
W ramach projektu IDSTREAM

How to design the fair experimental classifier evaluation

Stapor, Katarzyna and Ksieniewicz, Paweł and García, Salvador and Woźniak, Michał

Applied Soft Computing, 2021
W ramach projektu IDSTREAM

Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification

Klikowski, Jakub and Woźniak, Michał

Computational Science – ICCS 2020, 2020
W ramach projektu IDSTREAM

Standard Decision Boundary in a Support-Domain of Fuzzy Classifier Prediction for the Task of Imbalanced Data Classification

Ksieniewicz, Pawel

Computational Science – ICCS 2020, 2020
W ramach projektu IDSTREAM

Data stream classification using active learned neural networks

Ksieniewicz, Paweł and Woźniak, Michał and Cyganek, Bogusław and Kasprzak, Andrzej and Walkowiak, Krzysztof

Neurocomputing, 2019